📝 Summarization113 papers · page 2 of 5 · the most cited first · all topicsShortening a document or a set of documents to what matters.← prev 1 2 3 4 5 next →Neural Document Summarization by Jointly Learning to Score and Select SentencesQingyu Zhou, Nan Yang, Furu Wei, et al.2018 · 446 citationsDeep Communicating Agents for Abstractive SummarizationAsli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 431 citationsControllable Abstractive SummarizationAngela Fan, David Grangier, Michael Auli2018 · 423 citationsUnderstanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality MetricsArtidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov2021 · 417 citationsCatching the Drift: Probabilistic Content Models, with Applications to Generation and SummarizationRegina Barzilay, Lillian Lee2004 · 411 citationsAbstractive Document Summarization with a Graph-Based Attentional Neural ModelJiwei Tan, Xiaojun Wan, Jianguo Xiao2017 · 407 citationsMEAD - A Platform for Multidocument Multilingual Text SummarizationDragomir Radev, Timothy Allison, Sasha Blair-Goldensohn, et al.2004 · 400 citationsQMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationMing Zhong, Da Yin, Tao Yu, et al.2021 · 397 citationsDiscourse-Aware Neural Extractive Text SummarizationJiacheng Xu, Zhe Gan, Yu Cheng, et al.2019 · 382 citationsA Scalable Global Model for SummarizationDan Gillick, Benoit Favre2009 · 376 citationsHeterogeneous Graph Neural Networks for Extractive Document SummarizationDanqing Wang, Pengfei Liu, Yining Zheng, et al.2020 · 368 citationsBRIO: Bringing Order to Abstractive SummarizationYixin Liu, Pengfei Liu, Dragomir Radev, et al.2022 · 357 citationsQuestEval: Summarization Asks for Fact-based EvaluationThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2021 · 353 citationsFEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona Diab2020 · 350 citationsGraph-based Neural Multi-Document SummarizationMichihiro Yasunaga, Rui Zhang, Kshitijh Meelu, et al.2017 · 346 citationsSimCLS: A Simple Framework for Contrastive Learning of Abstractive SummarizationYixin Liu, Pengfei Liu2021 · 340 citationsToward Abstractive Summarization Using Semantic RepresentationsFei Liu, Jeffrey Flanigan, Sam Thomson, et al.2015 · 337 citationsA Unified Model for Extractive and Abstractive Summarization using Inconsistency LossWan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee, et al.2018 · 335 citationsEfficient Attentions for Long Document SummarizationLuyang Huang, Shuyang Cao, Nikolaus Parulian, et al.2021 · 334 citationsGSum: A General Framework for Guided Neural Abstractive SummarizationZi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, et al.2021 · 317 citationsGenerating Wikipedia by Summarizing Long SequencesPeter J. Liu, Mohammad Saleh, Etienne Pot, et al.2018 · 308 citationsDialogSum: A Real-Life Scenario Dialogue Summarization DatasetYulong Chen, Yang Liu, Liang Chen, et al.2021 · 301 citationsQAFactEval: Improved QA-Based Factual Consistency Evaluation for SummarizationAlexander Fabbri, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 288 citationsRanking Sentences for Extractive Summarization with Reinforcement LearningShashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 279 citationsWikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive SummarizationFaisal Ladhak, Esin Durmus, Claire Cardie, et al.2020 · 272 citations← prev 1 2 3 4 5 next →↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/topics/summarization/page/2/